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Palmprint recognition using principal lines characterization

Rotinwa-Akinbile, M. O. and Aibinu, Abiodun Musa and Salami, Momoh Jimoh Emiyoka (2011) Palmprint recognition using principal lines characterization. In: 1st International Conference on Informatics and Computational Intelligence (ICI 2011), 12-14 December 2011, Parahyangan Catholic University, Bandung, Indonesia.

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Official URL: http://ici2011.info/

Abstract

In this paper, a novel contactless Palmprint recognition system using palm print principal line-based feature extraction technique has been proposed. The discriminative Palmprint features were extracted from a pre-processed acquired images using easily available and low cost camera. Distances from endpoints to endpoints and point of interception to endpoints were calculated and transformed to frequency domain by the application of Discrete Fourier Transformed (DFT) technique. The extracted K-points DFT coefficients has been used as the discriminating features for recognition and identification purposes using correlation technique, power spectral matching and Euclidean distance measure. The proposed technique has been observed to be rotation, scale and translation invariant and accuracy of 100% was achieved in a 1-to-4 recognition and classification verification.

Item Type: Conference or Workshop Item (Full Paper)
Additional Information: 6472/7228
Uncontrolled Keywords: Contactless biometrics, Edge points, Discrete Fourier Transformed (DFT), Palmprint recognition.
Subjects: T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr Abiodun Musa Aibinu
Date Deposited: 04 Dec 2011 17:50
Last Modified: 25 Apr 2012 08:42
URI: http://irep.iium.edu.my/id/eprint/7228

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